• DATA
  • MAPS
  • LISTS
  • HUMAN

How to find specific points of interest with your AI

Connect Overpass to your AI client to pull real-world geographic data. Once connected, you can ask for specific landmarks or infrastructure using plain English.

Ask AI about this page

Short answer

How can I find specific landmarks or infrastructure with my AI?

Your AI uses the Overpass MCP to translate your descriptions into structured JSON data. This allows you to pinpoint exact locations, such as hospitals, parks, or power lines, within any area you define. You'll get precise geographic data ready for your next task.

The results you get.

Where your data lands.

The AI processes your request and organizes the results into these formats.

DATA

Structured JSON output

The AI converts your request into a clean JSON object. This makes the geographic data easy to use in other apps or scripts.

MAPS

Geographic coordinates

You get the exact latitude and longitude for every landmark found. This allows you to plot points on any map interface.

LISTS

Filtered property lists

The AI extracts specific attributes for the items it finds. You'll see names, types, and other relevant metadata for each point of interest.

HUMAN

Manual verification

You review the final list to ensure the AI captured the exact infrastructure or landmarks you intended to find.

The workflow

What your AI does when a request arrives.

The AI handles the heavy lifting of translating human intent into geographic queries.

  1. Interpret intent

    Your agent reads your natural language request to understand what kind of landmark or infrastructure you are looking for.

    execute_query

  2. Build the query

    The AI constructs the specific logic needed to search the OpenStreetMap database for your target area.

    execute_query

  3. Fetch data

    The agent runs the query to pull raw geographic information from the Overpass API.

    execute_query

  4. Format results

    The AI cleans up the raw data and presents it as a structured, readable list or JSON object.

    execute_query

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Replace the bracketed text with your specific location and the type of landmark you want to find.

Overpass API Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_zzdgleuR8jSsqRIakxavJFmaXkwVJPywGnPhOsDn/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Overpass API capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "overpass-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zzdgleuR8jSsqRIakxavJFmaXkwVJPywGnPhOsDn/mcp"
    }
  }
}
Copy into chat04

  • Find all the hospitals within 5 kilometers of [London Eye].

  • Locate every subway station in [Brooklyn, NY] and give me the coordinates.

  • List all the public parks in [Berlin] that have a playground.

  • Find the locations of all electrical substations in [Austin, Texas].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Overpass once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted, and you can start querying immediately.

Connect Overpass to your AI

FAQ

How this task behaves.

  • 01

    Can the AI update or delete landmarks in the database?

    No. The AI can only read and retrieve existing data through the execute_query tool.

  • 02

    Does the AI create its own maps?

    No. The AI provides the raw data and coordinates, which you can then use in your own mapping software.

  • 03

    Can I search for things outside of a specific area?

    The AI requires a defined area or a reference point to perform a query effectively.

  • 04

    What kind of data can I find?

    You can find almost any infrastructure or landmark that is mapped in OpenStreetMap, such as roads, buildings, or utilities.

  • 05

    Will the AI automatically save these points to a file?

    No. The AI provides the data in the chat interface, and you decide how to save or export it.

  • More questions about Overpass? The Connector page answers them. See everything the Overpass Connector can do

Connect Overpass API to Claude, Cursor, ChatGPT & more